Agent skill

Security Patch Advisor

by ArabelaTso in ArabelaTso/Skills-4-SE

Proposes secure remediation strategies for detected security vulnerabilities including buffer overflows, injection risks, insecure deserialization, improper authentication, and unsafe cryptographic…

Apache-2.0Auto-check passedSecurity

Install Security Patch Advisor

skills CLI
$ npx skills add ArabelaTso/Skills-4-SE --skill security-patch-advisor -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ArabelaTso/Skills-4-SE security-patch-advisor --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/security-patch-advisor .claude/skills/security-patch-advisor && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
security-patch-advisor
GitHub stars
253
Token cost
~3.5k tokens
SKILL.md length
1,090 words
Files
3 (incl. references)
Skills in repo
151
Repo updated
First seen
Licence
Apache-2.0

At a glance

Proposes secure remediation strategies for detected security vulnerabilities including buffer overflows, injection risks, insecure deserialization, improper authentication, and unsafe cryptographic…

  • Works in 5 steps: Vulnerability Analysis → Remediation Strategy Development → Code Examples → …
  • Tasks that involve Cryptography
  • SKILL.md covers Overview, When to Use This Skill, Core Workflow and Vulnerability Categories, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Security Patch Advisor is an agent skill from ArabelaTso/Skills-4-SE. Proposes secure remediation strategies for detected security vulnerabilities including buffer overflows, injection risks, insecure deserialization, improper authentication, and unsafe cryptographic usage. Provides recommended security checks, safer API alternatives, design-level changes, code examples, trade-off analysis, and prioritized remediation plans. Does NOT automatically modify code unless explicitly requested.

Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/examples.md` and `references/remediation_strategies.md`).

It sits in Security, covering Cryptography and Authentication. The repository describes itself as: A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Cryptography
  • Tasks that involve Authentication

Example prompts

  • “Use the security-patch-advisor skill to propose secure remediation strategies for detected security vulnerabilities including buffer overflows…”
  • “/security-patch-advisor”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Vulnerability Analysis
  2. Remediation Strategy Development
  3. Code Examples
  4. Implementation Guidance
  5. Prioritization and Risk Assessment

What it can do on your machine

Read from SKILL.md and the folder at commit 4f38503. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are python and markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Security Patch Advisor loads about 3.5k tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 111 tokens; SKILL.md has 1,090 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~111
When it runs · the whole SKILL.md, loaded when a task matches
~3.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~12k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ArabelaTso/Skills-4-SE at commit 4f38503, republished under its Apache-2.0 licence (© ArabelaTso). 1,090 words, ~3,531 tokens.

Download SKILL.mdSave it as .claude/skills/security-patch-advisor/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
security-patch-advisor
description
Proposes secure remediation strategies for detected security vulnerabilities including buffer overflows, injection risks, insecure deserialization, improper authentication, and unsafe cryptographic usage. Provides recommended security checks, safer API alternatives, design-level changes, code examples, trade-off analysis, and prioritized remediation plans. Does NOT automatically modify code unless explicitly requested.

Security Patch Advisor

Overview

This skill analyzes security vulnerabilities and provides comprehensive remediation strategies without automatically modifying code. It offers multiple remediation approaches with detailed trade-off analysis, code examples, and implementation guidance for vulnerabilities categorized by CWE (Common Weakness Enumeration) and severity.

When to Use This Skill

Use this skill when you need:

  • Remediation strategies for detected security vulnerabilities
  • Safer API alternatives for insecure code patterns
  • Design-level security improvements
  • Multiple remediation approaches with trade-offs
  • Code examples showing before/after fixes
  • Prioritized remediation plans based on severity and impact
  • Security best practices for specific vulnerability types

Trigger scenarios:

  • After running static analysis tools (SAST)
  • After security audits or penetration testing
  • When reviewing code for security issues
  • When planning security improvements
  • After vulnerability disclosure or CVE reports

Core Workflow

1. Vulnerability Analysis

When presented with a security vulnerability, analyze:

Context Gathering:

  • Vulnerability type and CWE classification
  • Severity level (Critical, High, Medium, Low)
  • Affected code location and scope
  • Current implementation details
  • Attack vectors and exploitation scenarios
  • Business impact and data sensitivity

Questions to Consider:

  • What is the root cause of the vulnerability?
  • What data or systems are at risk?
  • What are the prerequisites for exploitation?
  • Are there existing security controls?
  • What is the attack surface?
2. Remediation Strategy Development

Provide multiple remediation approaches:

Strategy Components:

  1. Primary Remediation (recommended approach)

    • Specific code changes required
    • Safer API alternatives
    • Security controls to implement
    • Validation and sanitization logic
  2. Alternative Approaches

    • Different implementation strategies
    • Framework-specific solutions
    • Defense-in-depth measures
    • Compensating controls
  3. Design-Level Changes

    • Architectural improvements
    • Security patterns to adopt
    • System-level mitigations
    • Infrastructure changes

For Each Strategy, Include:

  • ✅ Benefits and security improvements
  • ⚠️ Trade-offs and limitations
  • 📊 Implementation complexity
  • ⚡ Performance impact
  • 🔧 Required dependencies or tools
  • 📚 Relevant security standards (OWASP, CWE, NIST)
3. Code Examples

Provide concrete before/after examples:

Example Structure:

### Vulnerable Code
[Show the insecure code with clear vulnerability markers]

**Vulnerability:** CWE-XXX (Name)
**Risk:** [Explain the security risk]
**Attack Example:** [Show how it could be exploited]

### Remediated Code (Approach 1)
[Show the fixed code with security improvements]

**Changes:**
- [List specific changes made]
- [Explain security mechanisms added]

**Trade-offs:**
- ✅ [Benefits]
- ⚠️ [Limitations or considerations]

### Alternative Remediation (Approach 2)
[Show alternative fix if applicable]

**Trade-offs:**
- ✅ [Benefits]
- ⚠️ [Limitations or considerations]
4. Implementation Guidance

Provide step-by-step implementation instructions:

Guidance Should Include:

  1. Prerequisites

    • Required libraries or dependencies
    • Configuration changes needed
    • Environment setup
  2. Implementation Steps

    • Ordered list of changes
    • Code modifications required
    • Testing procedures
  3. Verification

    • How to verify the fix works
    • Security testing recommendations
    • Regression testing considerations
  4. Deployment Considerations

    • Backward compatibility
    • Migration strategy
    • Rollback plan
5. Prioritization and Risk Assessment

Help prioritize remediation efforts:

Prioritization Factors:

  • Severity: CVSS score, exploitability, impact
  • Exposure: Public-facing vs internal, attack surface
  • Data Sensitivity: PII, credentials, financial data
  • Ease of Exploitation: Skill level required, available exploits
  • Business Impact: System criticality, user impact
  • Remediation Effort: Development time, testing requirements

Priority Levels:

  • P0 (Critical): Immediate action required (active exploitation, critical systems)
  • P1 (High): Fix within days (high severity, exposed systems)
  • P2 (Medium): Fix within weeks (moderate risk, mitigating controls exist)
  • P3 (Low): Fix in next release cycle (low risk, defense in depth)

Vulnerability Categories

Buffer Overflow Vulnerabilities
  • CWE-120: Buffer Copy without Checking Size
  • CWE-121: Stack-based Buffer Overflow
  • CWE-122: Heap-based Buffer Overflow
  • CWE-787: Out-of-bounds Write

Common Remediations:

  • Use safe string functions (strncpy, snprintf)
  • Implement bounds checking
  • Use memory-safe languages or libraries
  • Enable compiler protections (stack canaries, ASLR)
Injection Vulnerabilities
  • CWE-89: SQL Injection
  • CWE-78: OS Command Injection
  • CWE-79: Cross-Site Scripting (XSS)
  • CWE-91: XML Injection
  • CWE-94: Code Injection

Common Remediations:

  • Use parameterized queries/prepared statements
  • Implement input validation and output encoding
  • Use safe APIs instead of shell execution
  • Apply Content Security Policy (CSP)
  • Use ORM frameworks with built-in protections
Insecure Deserialization
  • CWE-502: Deserialization of Untrusted Data

Common Remediations:

  • Use data-only formats (JSON, XML)
  • Implement integrity checks (HMAC signatures)
  • Whitelist allowed classes
  • Avoid deserializing untrusted data
Authentication & Authorization
  • CWE-287: Improper Authentication
  • CWE-306: Missing Authentication
  • CWE-862: Missing Authorization
  • CWE-798: Hard-coded Credentials
  • CWE-522: Insufficiently Protected Credentials

Common Remediations:

  • Implement multi-factor authentication
  • Use secure session management
  • Implement proper authorization checks
  • Use environment variables or secret management
  • Hash passwords with bcrypt/Argon2
Cryptographic Issues
  • CWE-327: Use of Broken Cryptography
  • CWE-328: Weak Hash
  • CWE-330: Insufficient Randomness
  • CWE-326: Inadequate Encryption Strength

Common Remediations:

  • Use modern algorithms (AES-256, SHA-256, RSA-2048+)
  • Use cryptographically secure random number generators
  • Implement proper key management
  • Use authenticated encryption (GCM, CCM)
Memory Safety
  • CWE-416: Use After Free
  • CWE-476: NULL Pointer Dereference
  • CWE-415: Double Free
  • CWE-401: Memory Leak

Common Remediations:

  • Use smart pointers (C++)
  • Nullify pointers after free
  • Use memory-safe languages
  • Enable AddressSanitizer for testing
Show full SKILL.md (421 more words)Show less
Path Traversal & File Handling
  • CWE-22: Path Traversal
  • CWE-73: External Control of File Name
  • CWE-434: Unrestricted Upload of Dangerous File Type

Common Remediations:

  • Validate and sanitize file paths
  • Use whitelists for allowed paths/extensions
  • Implement proper access controls
  • Store uploads outside web root

Output Format

Structure your remediation advice as follows:

markdown
## Vulnerability Summary
- **Type:** [CWE-XXX: Name]
- **Severity:** [Critical/High/Medium/Low]
- **Location:** [File:Line or Component]
- **Impact:** [Brief description of security impact]

## Risk Analysis
[Explain the security risk, attack vectors, and potential impact]

## Recommended Remediation (Primary)
[Detailed description of the recommended fix]

### Code Example
[Before/after code showing the fix]

### Implementation Steps
1. [Step 1]
2. [Step 2]
...

### Trade-offs
- ✅ [Benefits]
- ⚠️ [Considerations]

## Alternative Approaches

### Alternative 1: [Name]
[Description and code example]

**Trade-offs:**
- ✅ [Benefits]
- ⚠️ [Considerations]

### Alternative 2: [Name]
[Description and code example]

**Trade-offs:**
- ✅ [Benefits]
- ⚠️ [Considerations]

## Design-Level Improvements
[Architectural or system-level changes to consider]

## Verification & Testing
[How to verify the fix and test for regressions]

## Priority Recommendation
**Priority Level:** [P0/P1/P2/P3]
**Rationale:** [Why this priority level]
**Timeline:** [Suggested remediation timeline]

## Additional Resources
[Links to relevant security standards, documentation, or tools]

Important Guidelines

DO:
  • ✅ Provide multiple remediation approaches when applicable
  • ✅ Include concrete code examples with explanations
  • ✅ Explain trade-offs honestly (security vs performance, complexity, etc.)
  • ✅ Reference relevant CWE classifications and security standards
  • ✅ Consider the specific technology stack and constraints
  • ✅ Provide implementation guidance and verification steps
  • ✅ Prioritize based on risk and business impact
  • ✅ Explain the "why" behind recommendations
DON'T:
  • ❌ Automatically modify code without explicit user request
  • ❌ Provide only one solution without discussing alternatives
  • ❌ Ignore performance or compatibility trade-offs
  • ❌ Recommend overly complex solutions for simple problems
  • ❌ Suggest security theater (ineffective controls)
  • ❌ Provide generic advice without code-specific context
  • ❌ Overlook defense-in-depth opportunities

Example Interaction

User: "I found a SQL injection vulnerability in our login function. Here's the code: query = "SELECT * FROM users WHERE username = '" + username + "'""

Response:

markdown
## Vulnerability Summary
- **Type:** CWE-89: SQL Injection
- **Severity:** Critical
- **Location:** Login function
- **Impact:** Attackers can bypass authentication, extract database contents, or modify data

## Risk Analysis
The login function constructs SQL queries using string concatenation with user-supplied input. An attacker can inject SQL commands by providing specially crafted input like `' OR '1'='1` to bypass authentication or `'; DROP TABLE users; --` to execute destructive commands.

## Recommended Remediation (Parameterized Queries)

Use parameterized queries (prepared statements) to separate SQL logic from data:

### Code Example

**Vulnerable Code:**
```python
query = "SELECT * FROM users WHERE username = '" + username + "'"
cursor.execute(query)

Remediated Code:

python
query = "SELECT * FROM users WHERE username = ?"
cursor.execute(query, (username,))
Implementation Steps
  1. Replace string concatenation with parameterized query syntax
  2. Pass user input as tuple parameter to execute()
  3. Test with various inputs including SQL injection attempts
  4. Verify query logs show parameterized queries
Trade-offs
  • ✅ Complete protection against SQL injection
  • ✅ No performance impact
  • ✅ Minimal code changes
  • ✅ Database driver handles escaping automatically
  • ⚠️ Requires understanding of parameterized query syntax

Alternative Approaches

Alternative 1: ORM Framework

Use an Object-Relational Mapping framework:

python
user = User.query.filter_by(username=username).first()

Trade-offs:

  • ✅ Even simpler code
  • ✅ Built-in injection protection
  • ✅ Abstraction from SQL details
  • ⚠️ Requires ORM framework (SQLAlchemy, Django ORM)
  • ⚠️ May have performance overhead for complex queries
  • ⚠️ Learning curve for ORM concepts
Alternative 2: Stored Procedures

Encapsulate SQL logic in stored procedures:

python
cursor.callproc('sp_authenticate_user', (username,))

Trade-offs:

  • ✅ Centralized SQL logic
  • ✅ Parameterized by default
  • ✅ Can enforce additional security policies
  • ⚠️ Requires database-side development
  • ⚠️ Less flexible for dynamic queries
  • ⚠️ Harder to version control

Design-Level Improvements

  1. Input Validation: Implement whitelist validation for usernames (alphanumeric only)
  2. Rate Limiting: Add rate limiting to prevent brute force attacks
  3. Logging: Log all authentication attempts for security monitoring
  4. MFA: Consider implementing multi-factor authentication

Verification & Testing

  1. Positive Test: Verify legitimate logins still work
  2. Injection Test: Try inputs like ' OR '1'='1, '; DROP TABLE users; --
  3. Query Inspection: Check database logs to confirm parameterized queries
  4. Automated Testing: Add security test cases to test suite

Priority Recommendation

Priority Level: P0 (Critical) Rationale: SQL injection in authentication is critical severity, allows complete system compromise Timeline: Fix immediately (within 24 hours)

Additional Resources

  • OWASP SQL Injection Prevention Cheat Sheet
  • CWE-89: SQL Injection
  • Database-specific parameterized query documentation

## Resources

### references/remediation_strategies.md
Comprehensive remediation patterns organized by vulnerability category, including:
- Buffer overflow mitigations
- Injection prevention techniques
- Secure deserialization approaches
- Authentication and authorization best practices
- Cryptographic recommendations
- Memory safety strategies
- Configuration security

### references/examples.md
Complete before/after remediation examples with detailed explanations:
- SQL injection fixes (parameterized queries, ORMs)
- Command injection prevention (subprocess, library alternatives)
- Buffer overflow mitigations (bounds checking, safe functions)
- XSS prevention (output encoding, CSP, templates)
- Insecure deserialization fixes (JSON, signed data)
- Weak cryptography upgrades (bcrypt, Argon2)
- Authentication improvements (rate limiting, session management)
- Authorization enforcement (ownership checks, RBAC)
- Hard-coded credential removal (environment variables, secret management)
- Path traversal prevention (validation, whitelisting)

© ArabelaTso, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in skills/security-patch-advisor of ArabelaTso/Skills-4-SE.

  • SKILL.md
  • references/examples.md
  • references/remediation_strategies.md

Open the folder on GitHubat commit 4f38503

Compare with similar skills

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Categories

Questions about Security Patch Advisor

What does Security Patch Advisor do?

Proposes secure remediation strategies for detected security vulnerabilities including buffer overflows, injection risks, insecure deserialization, improper authentication, and unsafe cryptographic…. Security Patch Advisor is an agent skill from ArabelaTso/Skills-4-SE. Proposes secure remediation strategies for detected security vulnerabilities including buffer overflows, injection risks, insecure deserialization, improper authentication, and unsafe cryptographic usage.

When should I use Security Patch Advisor?

Security Patch Advisor fits situations like: tasks that involve Cryptography; tasks that involve Authentication.

How do I install Security Patch Advisor in Claude Code?

Run `npx skills add ArabelaTso/Skills-4-SE --skill security-patch-advisor -a claude-code`. Or copy the skill folder (skills/security-patch-advisor in ArabelaTso/Skills-4-SE) into .claude/skills/security-patch-advisor in your project. Claude Code loads it when a task matches its description.

How do I install Security Patch Advisor in Codex?

Run `npx skills add ArabelaTso/Skills-4-SE --skill security-patch-advisor -a codex`. Or copy the skill folder (skills/security-patch-advisor in ArabelaTso/Skills-4-SE) into .agents/skills/security-patch-advisor in your project. Codex loads it when a task matches its description.

Can I use Security Patch Advisor in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ArabelaTso/Skills-4-SE --skill security-patch-advisor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/security-patch-advisor, .gemini/skills/security-patch-advisor, .github/skills/security-patch-advisor and .opencode/skills/security-patch-advisor in your project.

What does Security Patch Advisor need to run?

SKILL.md names no scripts, command-line tools or credentials: Security Patch Advisor is instructions for the agent only. Our summary lists: Python 3.

Does Security Patch Advisor access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Security Patch Advisor safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Security Patch Advisor use?

Security Patch Advisor is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Security Patch Advisor use?

About 3.5k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 8.4k tokens, read only when the agent opens those files.

What are the alternatives to Security Patch Advisor?

Skills that share tags, products or a category with Security Patch Advisor: Implementing Mtls For Zero Trust Services (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Security Review Spec (warpdotdev/oz-for-oss, 313 stars), Implementing Zero Knowledge Proof For Authentication (mukul975/Anthropic-Cybersecurity-Skills, 34k stars) and Reviewing Cryptography (trilwu/secskills, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Security Patch Advisor?

ArabelaTso (a GitHub user) maintains it in ArabelaTso/Skills-4-SE, which has 253 GitHub stars. The repository holds 151 skills in this directory. The repository was last updated on August 21, 2026.

Source: ArabelaTso/Skills-4-SE on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.